Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 22.4503451046685 -1.49932963098338month[t] + 0.330887218059848ConcernoverMistakes[t] -0.356681047835005Doubtsaboutactions[t] + 0.198030325271138ParentalExpectations[t] + 0.00613248856872935ParentalCriticism[t] + 0.393045515742641`Organization `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)22.450345104668514.5969821.5380.1261250.063062
month-1.499329630983381.442617-1.03930.300310.150155
ConcernoverMistakes0.3308872180598480.0555925.952100
Doubtsaboutactions-0.3566810478350050.107249-3.32570.0011060.000553
ParentalExpectations0.1980303252711380.1017141.94690.0533850.026693
ParentalCriticism0.006132488568729350.1296540.04730.9623370.481169
`Organization `0.3930455157426410.0721895.444700


Multiple Linear Regression - Regression Statistics
Multiple R0.60953344822544
R-squared0.371531024505596
Adjusted R-squared0.346723038630816
F-TEST (value)14.9762671738422
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value2.02393657389166e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.40838004054157
Sum Squared Residuals1765.79228411584


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12424.37524383968-0.375243839679987
22523.78038639865771.21961360134230
33025.68308817755064.31691182244938
41921.7015858002172-2.70158580021719
52221.95832106769760.0416789323023574
62224.5013747161969-2.50137471619689
72522.5369841035052.46301589649499
82319.32749954044123.67250045955884
91718.7724146241247-1.77241462412469
102121.6020995177389-0.602099517738928
111922.7097079828002-3.70970798280015
121923.4081221360031-4.40812213600306
131523.100666237539-8.10066623753901
141617.0578920432927-1.05789204329267
152319.37126037241783.62873962758224
162724.00123049434872.99876950565127
172220.89392658298801.10607341701197
181416.5108483584964-2.51084835849636
192224.0638801007654-2.06388010076539
202324.0159011037181-1.01590110371805
212321.5282697706221.47173022937799
222124.4932309874987-3.49323098749872
231922.3016536793613-3.30165367936128
241823.7904279083418-5.79042790834182
252023.053082339113-3.053082339113
262322.35653555512120.643464444878814
272523.30500591381941.69499408618061
281923.2582299470431-4.25822994704315
292423.79016262517380.209837374826234
302221.52323809335490.476761906645076
312525.0489193653102-0.0489193653101547
322623.11809053077432.8819094692257
332922.80665251929736.1933474807027
343225.12121008045166.87878991954841
352521.54766582866043.45233417133962
362924.3767942755514.62320572444901
372824.91890466981533.08109533018471
381717.105713556688-0.105713556687991
392826.05040426277311.94959573722694
402922.90839485762636.09160514237371
412627.4764796617272-1.47647966172718
422523.39410197463151.60589802536851
431419.5474967968037-5.54749679680365
442522.11119658059962.88880341940039
452621.57739270102354.42260729897649
462020.1937158718107-0.193715871810681
471821.3481003036481-3.34810030364814
483224.63495255779567.36504744220444
492524.95143831410440.0485616858955814
502521.7373189207073.26268107929301
512320.80099365748462.19900634251539
522122.0614054790237-1.06140547902374
532023.938680930279-3.93868093027899
541516.4581620642669-1.45816206426694
553026.60473041056513.39526958943494
562425.2470066108757-1.24700661087571
572624.20740985065601.79259014934395
582421.68490395071842.31509604928158
592221.34694474867460.653055251325386
601415.6514365191043-1.65143651910432
612422.12969626527531.87030373472474
622422.88315143350201.11684856649805
632423.28435977852270.715640221477318
642419.84869247516794.15130752483210
651918.44815337999000.551846620010022
663126.73358743494834.2664125650517
672226.5215900363656-4.52159003636563
682721.41118647512685.5888135248732
691917.6414162132081.35858378679201
702522.20483300994492.79516699005507
712024.9347351874032-4.93473518740321
722121.3990237169588-0.3990237169588
732727.4183665916093-0.418366591609338
742324.3746124922624-1.37461249226241
752525.6833747379211-0.683374737921115
762022.1800239742600-2.18002397426005
772119.20237501342581.79762498657421
782222.3862171288093-0.386217128809271
792322.89141648174950.108583518250498
802524.05658988060060.943410119399396
812523.32186817978451.67813182021553
821723.7195093287429-6.71950932874289
831921.3959632834841-2.39596328348412
842523.88424724120041.11575275879955
851922.3010541105851-3.30105411058514
862023.1266938500491-3.12669385004909
872622.48095829439093.51904170560905
882320.65647518856902.34352481143104
892724.34305971712882.65694028287115
901720.8503426134519-3.85034261345193
911723.3211586348698-6.32115863486977
921920.0366456476630-1.03664564766296
931719.6807349899718-2.68073498997179
942222.0379172391335-0.0379172391335114
952123.3856638961778-2.38566389617783
963228.59915217916723.40084782083280
972124.6614106338104-3.66141063381038
982124.3080160450159-3.30801604501587
991821.2070236612869-3.20702366128693
1001821.2610760499861-3.26107604998605
1012322.78637992721090.213620072789081
1021920.5907043961488-1.59070439614882
1032020.9772930432377-0.977293043237723
1042122.2383514483243-1.23835144832433
1052023.7118985607275-3.71189856072748
1061718.8403733336065-1.84037333360655
1071820.2572364317288-2.25723643172879
1081920.7196144481076-1.71961444810765
1092222.0275626605593-0.0275626605593270
1101518.7557114974235-3.75571149742348
1111418.7922903692776-4.79229036927756
1121826.5436099628167-8.54360996281669
1132421.26287260796052.73712739203951
1143523.546238908247211.4537610917528
1152918.986694308869110.0133056911309
1162121.935944950304-0.935944950303993
1172520.52203230951794.47796769048213
1182018.44557263362981.5544273663702
1192223.1944342306498-1.19443423064979
1201316.8696658909449-3.8696658909449
1212623.18703016989622.81296983010383
1221716.87399789660450.126002103395526
1232520.05077964962344.94922035037664
1242020.6180234596576-0.618023459657552
1251918.06359289698790.936407103012104
1262122.6069239300865-1.60692393008647
1272221.0048342678620.995165732137998
1282422.59787852568761.40212147431243
1292122.893008601785-1.89300860178502
1302625.43632370121790.563676298782062
1312420.52974695211463.4702530478854
1321620.2204944956761-4.22049449567611
1332322.30018150147180.699818498528157
1341820.7446456449081-2.74464564490807
1351622.3043405696256-6.30434056962563
1362624.09219557998381.90780442001622
1371919.0502342475757-0.0502342475756936
1382116.87202447618954.12797552381047
1392122.0933317973676-1.09333179736762
1402218.4514829610833.54851703891702
1412319.73023321189583.26976678810421
1422924.78227387370254.21772612629751
1432119.21064009388921.78935990611077
1442119.90543175413141.09456824586862
1452321.84980100243991.15019899756014
1462722.99410224042844.00589775957157
1472525.3939958500130-0.393995850012971
1482120.9468350383330.0531649616670011
1491017.0822628583037-7.08226285830371
1502022.5777789638073-2.5777789638073
1512622.45855314262573.54144685737425
1522423.66563162586170.334368374138264
1532931.7071557621354-2.70715576213540
1541919.0522038357562-0.0522038357562483
1552422.05254080151561.94745919848439
1561920.7371470618696-1.73714706186964
1572423.38884209517610.611157904823943
1582221.77849508138870.221504918611301
1591723.7292621014340-6.72926210143396


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1677148899669330.3354297799338650.832285110033067
110.4762109914426040.9524219828852080.523789008557396
120.4057761244159410.8115522488318830.594223875584059
130.8306431499475920.3387137001048150.169356850052408
140.7534802294243570.4930395411512870.246519770575643
150.73548793031510.5290241393698010.264512069684901
160.6537743989601620.6924512020796750.346225601039838
170.5933666357617280.8132667284765440.406633364238272
180.5769492006105410.8461015987789180.423050799389459
190.5002669581646210.9994660836707570.499733041835379
200.4965359656994510.9930719313989020.503464034300549
210.4927379940793450.985475988158690.507262005920655
220.4229006680720170.8458013361440340.577099331927983
230.3622428019239970.7244856038479950.637757198076003
240.3804030082690290.7608060165380590.61959699173097
250.3492601296197740.6985202592395470.650739870380226
260.2883000589943060.5766001179886110.711699941005694
270.2476443270884610.4952886541769230.752355672911539
280.2392792452215420.4785584904430840.760720754778458
290.1979242097405860.3958484194811720.802075790259414
300.1541724074902810.3083448149805630.845827592509719
310.1260052355241870.2520104710483740.873994764475813
320.1610260650248540.3220521300497080.838973934975146
330.2698306374760940.5396612749521870.730169362523906
340.5483485114667850.9033029770664310.451651488533216
350.5271291365163870.9457417269672260.472870863483613
360.60426159376320.79147681247360.3957384062368
370.5996999915009230.8006000169981540.400300008499077
380.5529432502447320.8941134995105360.447056749755268
390.5207114302013370.9585771395973250.479288569798663
400.614437594640560.7711248107188790.385562405359439
410.5797437124125940.8405125751748120.420256287587406
420.536281424959440.927437150081120.46371857504056
430.6243800213324560.7512399573350870.375619978667544
440.5951231841737120.8097536316525760.404876815826288
450.6300942683267340.7398114633465320.369905731673266
460.5788669528079330.8422660943841340.421133047192067
470.5653028631056980.8693942737886050.434697136894302
480.6809146704106830.6381706591786340.319085329589317
490.637465490086390.725069019827220.36253450991361
500.6236329429986320.7527341140027350.376367057001367
510.5839665175863410.8320669648273180.416033482413659
520.5392576501796640.9214846996406730.460742349820336
530.5648908512548940.8702182974902130.435109148745106
540.527002278865880.9459954422682410.472997721134121
550.590216030731090.819567938537820.40978396926891
560.5529545597574820.8940908804850370.447045440242518
570.5146846156035370.9706307687929270.485315384396463
580.4838469963797020.9676939927594040.516153003620298
590.4368000246573780.8736000493147550.563199975342622
600.3955230106345880.7910460212691760.604476989365412
610.3667856277560450.733571255512090.633214372243955
620.3273259504924180.6546519009848360.672674049507582
630.2872696974028320.5745393948056640.712730302597168
640.3279045371986010.6558090743972020.672095462801399
650.2871244978341040.5742489956682090.712875502165896
660.3013950225347260.6027900450694510.698604977465274
670.3584244536740140.7168489073480280.641575546325986
680.4375987419192980.8751974838385950.562401258080702
690.4000535058499530.8001070116999060.599946494150047
700.3855561707047610.7711123414095210.614443829295239
710.449792591315250.89958518263050.55020740868475
720.4039105490321590.8078210980643180.596089450967841
730.3624374691425190.7248749382850380.63756253085748
740.3273843158817350.654768631763470.672615684118265
750.2957956246778270.5915912493556540.704204375322173
760.2716364373465990.5432728746931990.7283635626534
770.2495479043070310.4990958086140630.750452095692969
780.2144650011250810.4289300022501620.785534998874919
790.1828275293129240.3656550586258480.817172470687076
800.1571916984521560.3143833969043120.842808301547844
810.1376995479746150.2753990959492300.862300452025385
820.2213130549214960.4426261098429920.778686945078504
830.2032799569757080.4065599139514170.796720043024292
840.1762817580049780.3525635160099560.823718241995022
850.1768671986075900.3537343972151810.82313280139241
860.1726912644660910.3453825289321810.82730873553391
870.1797987832392740.3595975664785480.820201216760726
880.1686302939676030.3372605879352060.831369706032397
890.1586197982451490.3172395964902980.841380201754851
900.1622886262057460.3245772524114910.837711373794254
910.2348361730261850.469672346052370.765163826973815
920.201399340955890.402798681911780.79860065904411
930.1847571991503690.3695143983007380.815242800849631
940.1559978934544100.3119957869088210.84400210654559
950.1409733207969480.2819466415938950.859026679203052
960.1443296515704150.2886593031408310.855670348429585
970.1457741594142610.2915483188285230.854225840585739
980.1418119271303820.2836238542607640.858188072869618
990.1345983108142250.2691966216284500.865401689185775
1000.1294164858327750.2588329716655500.870583514167225
1010.1057460530674360.2114921061348720.894253946932564
1020.08759526752296170.1751905350459230.912404732477038
1030.07016833790988520.1403366758197700.929831662090115
1040.0564409748891370.1128819497782740.943559025110863
1050.05965098516926350.1193019703385270.940349014830737
1060.04872863388118940.09745726776237890.95127136611881
1070.04258511029319520.08517022058639040.957414889706805
1080.03694512472935470.07389024945870940.963054875270645
1090.0280944805239470.0561889610478940.971905519476053
1100.02761203269233260.05522406538466520.972387967307667
1110.03476230996984110.06952461993968210.96523769003016
1120.1480319131636370.2960638263272730.851968086836363
1130.1361149519989630.2722299039979260.863885048001037
1140.5491035633682510.9017928732634990.450896436631749
1150.8509624561338380.2980750877323240.149037543866162
1160.8175467765604840.3649064468790330.182453223439516
1170.8725133502772170.2549732994455670.127486649722783
1180.8474548883968480.3050902232063050.152545111603152
1190.8187542316329250.3624915367341510.181245768367075
1200.8521828395693440.2956343208613120.147817160430656
1210.8288430235396780.3423139529206450.171156976460322
1220.7884172559405580.4231654881188830.211582744059441
1230.8197816141223250.3604367717553490.180218385877675
1240.7770040471536970.4459919056926060.222995952846303
1250.7374372043607650.525125591278470.262562795639235
1260.68854907892820.62290184214360.3114509210718
1270.6515683568381670.6968632863236660.348431643161833
1280.6092736870518680.7814526258962650.390726312948132
1290.5502923126977580.8994153746044850.449707687302242
1300.4870146727942530.9740293455885060.512985327205747
1310.4847127237360080.9694254474720160.515287276263992
1320.4825971091884690.9651942183769390.517402890811531
1330.4320568646209030.8641137292418070.567943135379097
1340.3838081257144370.7676162514288740.616191874285563
1350.5314485663706680.9371028672586650.468551433629332
1360.4921688174696430.9843376349392850.507831182530357
1370.4186925637844270.8373851275688530.581307436215573
1380.4281675271882350.856335054376470.571832472811765
1390.3565833426365360.7131666852730720.643416657363464
1400.3203594376791180.6407188753582350.679640562320883
1410.2859131825862710.5718263651725410.71408681741373
1420.3365044110543730.6730088221087450.663495588945627
1430.4780941135756870.9561882271513740.521905886424313
1440.4009927505796910.8019855011593810.599007249420309
1450.3198841429387330.6397682858774660.680115857061267
1460.30794447329060.61588894658120.6920555267094
1470.2547424196810590.5094848393621190.74525758031894
1480.1590915611281080.3181831222562150.840908438871892
1490.3041069572470930.6082139144941870.695893042752907


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level60.0428571428571429OK